loving - Story 86568 | Emotion Vectors in Gemma4-31B

The scent of lavender from the bath bombs she’d made filled the small apartment. She thought of Leo and Maya, whose birthdays fell on the same day. Her heart ached with a desire to make both celebrations special.

She imagined Leo's boisterous laughter and Maya's quiet joy. She felt a lightness in her step as she arranged the bath bombs in decorative boxes. She would deliver them to both parties, a small token of her affection.

She grabbed her phone and sent a quick text. She knew she could make this work, even if she had to teleport.

Emotion: loving

Cluster: Compassion / Love

PC1 (Valence): 3.72 Positive

PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417